Call of Duty Modern Warfare Players

Dataset statistics

Number of variables	20
Number of observations	1558
Missing cells	1557
Missing cells (%)	5.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	382.5 KiB
Average record size in memory	251.4 B

Variable types

Categorical	1
Numeric	18
URL	1

Alerts

`source` has constant value ""	Constant
`name` has a high cardinality: 1558 distinct values	High cardinality
`wins` is highly overall correlated with `kills` and 15 other fields	High correlation
`kills` is highly overall correlated with `wins` and 15 other fields	High correlation
`kdRatio` is highly overall correlated with `wins` and 15 other fields	High correlation
`killstreak` is highly overall correlated with `wins` and 15 other fields	High correlation
`level` is highly overall correlated with `wins` and 15 other fields	High correlation
`losses` is highly overall correlated with `wins` and 15 other fields	High correlation
`prestige` is highly overall correlated with `wins` and 14 other fields	High correlation
`hits` is highly overall correlated with `wins` and 15 other fields	High correlation
`timePlayed` is highly overall correlated with `wins` and 15 other fields	High correlation
`headshots` is highly overall correlated with `wins` and 15 other fields	High correlation
`gamesPlayed` is highly overall correlated with `wins` and 15 other fields	High correlation
`assists` is highly overall correlated with `wins` and 15 other fields	High correlation
`misses` is highly overall correlated with `wins` and 15 other fields	High correlation
`xp` is highly overall correlated with `wins` and 15 other fields	High correlation
`scorePerMinute` is highly overall correlated with `wins` and 14 other fields	High correlation
`shots` is highly overall correlated with `wins` and 15 other fields	High correlation
`deaths` is highly overall correlated with `wins` and 15 other fields	High correlation
`source` has 1557 (99.9%) missing values	Missing
`name` is uniformly distributed	Uniform
`name` has unique values	Unique
`wins` has 529 (34.0%) zeros	Zeros
`kills` has 276 (17.7%) zeros	Zeros
`kdRatio` has 276 (17.7%) zeros	Zeros
`killstreak` has 615 (39.5%) zeros	Zeros
`losses` has 583 (37.4%) zeros	Zeros
`prestige` has 609 (39.1%) zeros	Zeros
`hits` has 611 (39.2%) zeros	Zeros
`timePlayed` has 210 (13.5%) zeros	Zeros
`headshots` has 383 (24.6%) zeros	Zeros
`averageTime` has 210 (13.5%) zeros	Zeros
`gamesPlayed` has 656 (42.1%) zeros	Zeros
`assists` has 483 (31.0%) zeros	Zeros
`misses` has 601 (38.6%) zeros	Zeros
`xp` has 224 (14.4%) zeros	Zeros
`scorePerMinute` has 597 (38.3%) zeros	Zeros
`shots` has 600 (38.5%) zeros	Zeros
`deaths` has 212 (13.6%) zeros	Zeros

Reproduction

Analysis started	2023-04-12 15:32:41.833697
Analysis finished	2023-04-12 15:34:04.174843
Duration	1 minute and 22.34 seconds
Software version	ydata-profiling vv4.1.2
Download configuration	config.json

name
Categorical

HIGH CARDINALITY UNIFORM UNIQUE

Distinct	1558
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	114.6 KiB

RggRt45#4697369	1
Roberkobe18#5251877	1
relax72max#8163705	1
MauroVarela1920#3656700	1
killersd999#2082552	1
Other values (1553)	1553

Length

Max length	36
Median length	21
Mean length	17.474968
Min length	4

Characters and Unicode

Total characters	27226
Distinct characters	185
Distinct categories	8 ?
Distinct scripts	6 ?
Distinct blocks	6 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1558 ?
Unique (%)	100.0%

Sample

1st row	RggRt45#4697369
2nd row	JohniceRex#9176033
3rd row	bootybootykill#1892064
4th row	JNaCo#5244172
5th row	gomezyayo_007#6596687

Common Values

Value	Count	Frequency (%)
RggRt45#4697369	1	0.1%
Roberkobe18#5251877	1	0.1%
relax72max#8163705	1	0.1%
MauroVarela1920#3656700	1	0.1%
killersd999#2082552	1	0.1%
MassAvengance#6441116	1	0.1%
MikFar6#8960676	1	0.1%
borikuany	1	0.1%
MILLERAO1998_963#6914796	1	0.1%
Bazyio#5614137	1	0.1%
Other values (1548)	1548	99.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	8	0.5%
its	2	0.1%
tony	2	0.1%
for	2	0.1%
faze	2	0.1%
black	2	0.1%
slapzz#6879518	1	0.1%
ferni775#9063204	1	0.1%
jay-wkt#9248671	1	0.1%
sir_luffwaffles1#7708807	1	0.1%
Other values (1683)	1683	98.7%

Most occurring characters

Value	Count	Frequency (%)
#	1443	5.3%
1	1382	5.1%
2	1259	4.6%
6	1242	4.6%
7	1227	4.5%
9	1185	4.4%
5	1179	4.3%
4	1171	4.3%
3	1168	4.3%
8	1131	4.2%
Other values (175)	14839	54.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12064	44.3%
Lowercase Letter	10442	38.4%
Uppercase Letter	2671	9.8%
Other Punctuation	1443	5.3%
Connector Punctuation	256	0.9%
Space Separator	147	0.5%
Other Letter	128	0.5%
Dash Punctuation	75	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
哥	5	3.9%
라	3	2.3%
你	3	2.3%
我	3	2.3%
的	2	1.6%
惰	2	1.6%
な	2	1.6%
怠	2	1.6%
猿	2	1.6%
드	2	1.6%
Other values (93)	102	79.7%

Lowercase Letter

Value	Count	Frequency (%)
a	1124	10.8%
e	1022	9.8%
i	826	7.9%
o	822	7.9%
r	700	6.7%
n	694	6.6%
l	578	5.5%
s	562	5.4%
t	502	4.8%
d	342	3.3%
Other values (30)	3270	31.3%

Uppercase Letter

Value	Count	Frequency (%)
S	203	7.6%
T	183	6.9%
A	181	6.8%
R	165	6.2%
M	155	5.8%
D	150	5.6%
C	144	5.4%
B	141	5.3%
L	127	4.8%
E	116	4.3%
Other values (18)	1106	41.4%

Decimal Number

Value	Count	Frequency (%)
1	1382	11.5%
2	1259	10.4%
6	1242	10.3%
7	1227	10.2%
9	1185	9.8%
5	1179	9.8%
4	1171	9.7%
3	1168	9.7%
8	1131	9.4%
0	1120	9.3%

Other Punctuation

Value	Count	Frequency (%)
#	1443	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	256	100.0%

Space Separator

Value	Count	Frequency (%)
	147	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	75	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13985	51.4%
Latin	13101	48.1%
Han	92	0.3%
Hangul	30	0.1%
Cyrillic	12	< 0.1%
Hiragana	6	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
哥	5	5.4%
你	3	3.3%
我	3	3.3%
的	2	2.2%
惰	2	2.2%
怠	2	2.2%
猿	2	2.2%
吗	2	2.2%
来	2	2.2%
如	2	2.2%
Other values (65)	67	72.8%

Latin

Value	Count	Frequency (%)
a	1124	8.6%
e	1022	7.8%
i	826	6.3%
o	822	6.3%
r	700	5.3%
n	694	5.3%
l	578	4.4%
s	562	4.3%
t	502	3.8%
d	342	2.6%
Other values (46)	5929	45.3%

Hangul

Value	Count	Frequency (%)
라	3	10.0%
드	2	6.7%
똥	2	6.7%
구	2	6.7%
와	2	6.7%
루	2	6.7%
묻	1	3.3%
은	1	3.3%
날	1	3.3%
리	1	3.3%
Other values (13)	13	43.3%

Common

Value	Count	Frequency (%)
#	1443	10.3%
1	1382	9.9%
2	1259	9.0%
6	1242	8.9%
7	1227	8.8%
9	1185	8.5%
5	1179	8.4%
4	1171	8.4%
3	1168	8.4%
8	1131	8.1%
Other values (4)	1598	11.4%

Cyrillic

Value	Count	Frequency (%)
Л	1	8.3%
о	1	8.3%
ь	1	8.3%
р	1	8.3%
а	1	8.3%
ц	1	8.3%
ы	1	8.3%
Р	1	8.3%
й	1	8.3%
и	1	8.3%
Other values (2)	2	16.7%

Hiragana

Value	Count	Frequency (%)
な	2	33.3%
の	1	16.7%
ら	1	16.7%
て	1	16.7%
す	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27081	99.5%
CJK	92	0.3%
Hangul	30	0.1%
Cyrillic	12	< 0.1%
Hiragana	6	< 0.1%
None	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
#	1443	5.3%
1	1382	5.1%
2	1259	4.6%
6	1242	4.6%
7	1227	4.5%
9	1185	4.4%
5	1179	4.4%
4	1171	4.3%
3	1168	4.3%
8	1131	4.2%
Other values (56)	14694	54.3%

CJK

Value	Count	Frequency (%)
哥	5	5.4%
你	3	3.3%
我	3	3.3%
的	2	2.2%
惰	2	2.2%
怠	2	2.2%
猿	2	2.2%
吗	2	2.2%
来	2	2.2%
如	2	2.2%
Other values (65)	67	72.8%

Hangul

Value	Count	Frequency (%)
라	3	10.0%
드	2	6.7%
똥	2	6.7%
구	2	6.7%
와	2	6.7%
루	2	6.7%
묻	1	3.3%
은	1	3.3%
날	1	3.3%
리	1	3.3%
Other values (13)	13	43.3%

Hiragana

Value	Count	Frequency (%)
な	2	33.3%
の	1	16.7%
ら	1	16.7%
て	1	16.7%
す	1	16.7%

None

Value	Count	Frequency (%)
é	2	40.0%
á	1	20.0%
ó	1	20.0%
ä	1	20.0%

Cyrillic

Value	Count	Frequency (%)
Л	1	8.3%
о	1	8.3%
ь	1	8.3%
р	1	8.3%
а	1	8.3%
ц	1	8.3%
ы	1	8.3%
Р	1	8.3%
й	1	8.3%
и	1	8.3%
Other values (2)	2	16.7%

wins
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	458
Distinct (%)	29.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.00257

Minimum	0
Maximum	3519
Zeros	529
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	10
Q3	168
95-th percentile	733.35
Maximum	3519
Range	3519
Interquartile range (IQR)	168

Descriptive statistics

Standard deviation	301.98477
Coefficient of variation (CV)	1.9737235
Kurtosis	18.949124
Mean	153.00257
Median Absolute Deviation (MAD)	10
Skewness	3.5185219
Sum	238378
Variance	91194.799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	529	34.0%
1	65	4.2%
2	41	2.6%
3	39	2.5%
4	25	1.6%
7	21	1.3%
10	20	1.3%
5	20	1.3%
6	12	0.8%
9	11	0.7%
Other values (448)	775	49.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	529	34.0%
1	65	4.2%
2	41	2.6%
3	39	2.5%
4	25	1.6%
5	20	1.3%
6	12	0.8%
7	21	1.3%
8	7	0.4%
9	11	0.7%

Value	Count	Frequency (%)
3519	1	0.1%
2282	1	0.1%
2137	1	0.1%
1930	1	0.1%
1899	1	0.1%
1877	1	0.1%
1846	1	0.1%
1824	1	0.1%
1746	1	0.1%
1741	1	0.1%

kills
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	885
Distinct (%)	56.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3753.0019

Minimum	0
Maximum	66935
Zeros	276
Zeros (%)	17.7%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	191.5
Q3	3445.75
95-th percentile	20822.7
Maximum	66935
Range	66935
Interquartile range (IQR)	3441.75

Descriptive statistics

Standard deviation	7929.6967
Coefficient of variation (CV)	2.1128944
Kurtosis	13.48915
Mean	3753.0019
Median Absolute Deviation (MAD)	191.5
Skewness	3.3189932
Sum	5847177
Variance	62880089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	276	17.7%
1	57	3.7%
2	27	1.7%
3	25	1.6%
5	25	1.6%
6	16	1.0%
4	15	1.0%
8	12	0.8%
14	11	0.7%
18	10	0.6%
Other values (875)	1084	69.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	276	17.7%
1	57	3.7%
2	27	1.7%
3	25	1.6%
4	15	1.0%
5	25	1.6%
6	16	1.0%
7	7	0.4%
8	12	0.8%
9	6	0.4%

Value	Count	Frequency (%)
66935	1	0.1%
59563	1	0.1%
57116	1	0.1%
55368	1	0.1%
51595	1	0.1%
50600	1	0.1%
50302	1	0.1%
45764	1	0.1%
45125	1	0.1%
44067	1	0.1%

kdRatio
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1149
Distinct (%)	73.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.63709819

Minimum	0
Maximum	3
Zeros	276
Zeros (%)	17.7%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.26144165
median	0.73283656
Q3	0.95529292
95-th percentile	1.1889134
Maximum	3
Range	3
Interquartile range (IQR)	0.69385128

Descriptive statistics

Standard deviation	0.43045933
Coefficient of variation (CV)	0.67565618
Kurtosis	0.2140425
Mean	0.63709819
Median Absolute Deviation (MAD)	0.28412362
Skewness	0.12287611
Sum	992.59898
Variance	0.18529523
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	276	17.7%
0.5	19	1.2%
0.166666667	12	0.8%
1	12	0.8%
0.333333333	8	0.5%
0.2	6	0.4%
0.25	6	0.4%
1.5	5	0.3%
0.4	5	0.3%
0.142857143	5	0.3%
Other values (1139)	1204	77.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	276	17.7%
0.024390244	1	0.1%
0.03125	1	0.1%
0.036363636	1	0.1%
0.045454545	1	0.1%
0.047619048	1	0.1%
0.05	1	0.1%
0.052631579	2	0.1%
0.055555556	1	0.1%
0.0625	2	0.1%

Value	Count	Frequency (%)
3	1	0.1%
2.5	1	0.1%
2.4375	1	0.1%
2.28	1	0.1%
2.171183013	1	0.1%
2	2	0.1%
1.910524719	1	0.1%
1.881593111	1	0.1%
1.87621627	1	0.1%
1.851170569	1	0.1%

killstreak
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8953787

Minimum	0
Maximum	235
Zeros	615
Zeros (%)	39.5%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5
Q3	12
95-th percentile	19
Maximum	235
Range	235
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	10.184677
Coefficient of variation (CV)	1.4770294
Kurtosis	212.81509
Mean	6.8953787
Median Absolute Deviation (MAD)	5
Skewness	10.635201
Sum	10743
Variance	103.72765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	615	39.5%
13	72	4.6%
11	72	4.6%
10	61	3.9%
14	61	3.9%
9	57	3.7%
8	57	3.7%
7	54	3.5%
15	53	3.4%
12	49	3.1%
Other values (28)	407	26.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	615	39.5%
1	25	1.6%
2	43	2.8%
3	36	2.3%
4	34	2.2%
5	42	2.7%
6	48	3.1%
7	54	3.5%
8	57	3.7%
9	57	3.7%

Value	Count	Frequency (%)
235	1	0.1%
179	1	0.1%
54	1	0.1%
41	1	0.1%
37	1	0.1%
36	1	0.1%
32	1	0.1%
31	1	0.1%
30	4	0.3%
28	2	0.1%

level
Real number (ℝ)

Distinct	231
Distinct (%)	14.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.414634

Minimum	1
Maximum	435
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	11
Q3	51
95-th percentile	199.15
Maximum	435
Range	434
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	68.318064
Coefficient of variation (CV)	1.5381881
Kurtosis	4.1698397
Mean	44.414634
Median Absolute Deviation (MAD)	10
Skewness	2.0568738
Sum	69198
Variance	4667.3578
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	430	27.6%
2	78	5.0%
3	48	3.1%
4	39	2.5%
8	38	2.4%
6	35	2.2%
5	32	2.1%
7	28	1.8%
10	23	1.5%
12	23	1.5%
Other values (221)	784	50.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	430	27.6%
2	78	5.0%
3	48	3.1%
4	39	2.5%
5	32	2.1%
6	35	2.2%
7	28	1.8%
8	38	2.4%
9	21	1.3%
10	23	1.5%

Value	Count	Frequency (%)
435	1	0.1%
433	1	0.1%
370	1	0.1%
351	1	0.1%
349	1	0.1%
344	1	0.1%
331	1	0.1%
318	1	0.1%
303	1	0.1%
301	1	0.1%

losses
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	46
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9980745

Minimum	0
Maximum	80
Zeros	583
Zeros (%)	37.4%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	8
95-th percentile	17
Maximum	80
Range	80
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	7.0057777
Coefficient of variation (CV)	1.4016953
Kurtosis	16.026283
Mean	4.9980745
Median Absolute Deviation (MAD)	2
Skewness	2.9763053
Sum	7787
Variance	49.080921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	583	37.4%
1	127	8.2%
2	77	4.9%
6	74	4.7%
7	73	4.7%
4	71	4.6%
3	70	4.5%
9	69	4.4%
8	65	4.2%
5	61	3.9%
Other values (36)	288	18.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	583	37.4%
1	127	8.2%
2	77	4.9%
3	70	4.5%
4	71	4.6%
5	61	3.9%
6	74	4.7%
7	73	4.7%
8	65	4.2%
9	69	4.4%

Value	Count	Frequency (%)
80	1	0.1%
53	1	0.1%
51	1	0.1%
50	1	0.1%
48	1	0.1%
43	1	0.1%
41	1	0.1%
40	1	0.1%
39	2	0.1%
38	1	0.1%

prestige
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	85
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.657253

Minimum	0
Maximum	117
Zeros	609
Zeros (%)	39.1%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	14
Q3	110
95-th percentile	111
Maximum	117
Range	117
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	51.626213
Coefficient of variation (CV)	1.0832813
Kurtosis	-1.8120808
Mean	47.657253
Median Absolute Deviation (MAD)	14
Skewness	0.32757819
Sum	74250
Variance	2665.2659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	609	39.1%
110	365	23.4%
111	219	14.1%
2	22	1.4%
1	22	1.4%
3	18	1.2%
10	14	0.9%
4	13	0.8%
6	13	0.8%
5	13	0.8%
Other values (75)	250	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	609	39.1%
1	22	1.4%
2	22	1.4%
3	18	1.2%
4	13	0.8%
5	13	0.8%
6	13	0.8%
7	7	0.4%
8	7	0.4%
9	10	0.6%

Value	Count	Frequency (%)
117	2	0.1%
116	1	0.1%
114	3	0.2%
113	6	0.4%
112	5	0.3%
111	219	14.1%
110	365	23.4%
100	5	0.3%
97	1	0.1%
96	1	0.1%

hits
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	865
Distinct (%)	55.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10330.19

Minimum	0
Maximum	209851
Zeros	611
Zeros (%)	39.2%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	214.5
Q3	9015.5
95-th percentile	56617.25
Maximum	209851
Range	209851
Interquartile range (IQR)	9015.5

Descriptive statistics

Standard deviation	22954.104
Coefficient of variation (CV)	2.2220409
Kurtosis	17.312545
Mean	10330.19
Median Absolute Deviation (MAD)	214.5
Skewness	3.6673583
Sum	16094436
Variance	5.2689091 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	611	39.2%
1	6	0.4%
2	5	0.3%
5	4	0.3%
24	4	0.3%
17	4	0.3%
6	3	0.2%
38	3	0.2%
56	3	0.2%
544	3	0.2%
Other values (855)	912	58.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	611	39.2%
1	6	0.4%
2	5	0.3%
3	1	0.1%
4	2	0.1%
5	4	0.3%
6	3	0.2%
7	1	0.1%
8	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
209851	1	0.1%
200845	1	0.1%
179357	1	0.1%
158128	1	0.1%
155702	1	0.1%
145596	1	0.1%
145281	1	0.1%
137200	1	0.1%
135781	1	0.1%
135447	1	0.1%

timePlayed
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	634
Distinct (%)	40.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	425.91592

Minimum	0
Maximum	7479
Zeros	210
Zeros (%)	13.5%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	51
Q3	485.5
95-th percentile	2115.05
Maximum	7479
Range	7479
Interquartile range (IQR)	481.5

Descriptive statistics

Standard deviation	786.1825
Coefficient of variation (CV)	1.8458632
Kurtosis	12.958296
Mean	425.91592
Median Absolute Deviation (MAD)	51
Skewness	3.0465833
Sum	663577
Variance	618082.92
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	210	13.5%
1	83	5.3%
2	38	2.4%
3	36	2.3%
5	28	1.8%
4	28	1.8%
8	20	1.3%
7	19	1.2%
11	18	1.2%
6	18	1.2%
Other values (624)	1060	68.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	210	13.5%
1	83	5.3%
2	38	2.4%
3	36	2.3%
4	28	1.8%
5	28	1.8%
6	18	1.2%
7	19	1.2%
8	20	1.3%
9	13	0.8%

Value	Count	Frequency (%)
7479	1	0.1%
6425	1	0.1%
6231	1	0.1%
5528	1	0.1%
4356	1	0.1%
4192	1	0.1%
4181	1	0.1%
4022	1	0.1%
3899	1	0.1%
3887	1	0.1%

headshots
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	651
Distinct (%)	41.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	630.67266

Minimum	0
Maximum	11719
Zeros	383
Zeros (%)	24.6%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	32
Q3	602.75
95-th percentile	3453.75
Maximum	11719
Range	11719
Interquartile range (IQR)	601.75

Descriptive statistics

Standard deviation	1305.1504
Coefficient of variation (CV)	2.0694577
Kurtosis	14.189278
Mean	630.67266
Median Absolute Deviation (MAD)	32
Skewness	3.3067596
Sum	982588
Variance	1703417.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	383	24.6%
1	76	4.9%
2	45	2.9%
4	29	1.9%
3	22	1.4%
7	20	1.3%
6	19	1.2%
5	19	1.2%
8	18	1.2%
9	17	1.1%
Other values (641)	910	58.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	383	24.6%
1	76	4.9%
2	45	2.9%
3	22	1.4%
4	29	1.9%
5	19	1.2%
6	19	1.2%
7	20	1.3%
8	18	1.2%
9	17	1.1%

Value	Count	Frequency (%)
11719	1	0.1%
11204	1	0.1%
9673	1	0.1%
8838	1	0.1%
7819	1	0.1%
7775	1	0.1%
7716	1	0.1%
7709	1	0.1%
7638	1	0.1%
7146	1	0.1%

averageTime
Real number (ℝ)

Distinct	859
Distinct (%)	55.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.428416

Minimum	0
Maximum	1349
Zeros	210
Zeros (%)	13.5%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3.0311164
Q3	9.0857143
95-th percentile	80.823077
Maximum	1349
Range	1349
Interquartile range (IQR)	7.0857143

Descriptive statistics

Standard deviation	82.64
Coefficient of variation (CV)	3.8565613
Kurtosis	99.901828
Mean	21.428416
Median Absolute Deviation (MAD)	2.0311164
Skewness	8.9335804
Sum	33385.472
Variance	6829.3695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	210	13.5%
1	83	5.3%
2	47	3.0%
4	36	2.3%
3	35	2.2%
5	34	2.2%
6	16	1.0%
7	16	1.0%
8	15	1.0%
10	13	0.8%
Other values (849)	1053	67.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	210	13.5%
1	83	5.3%
1.307692308	1	0.1%
1.333333333	1	0.1%
1.363636364	1	0.1%
1.4	1	0.1%
1.5	6	0.4%
1.512820513	1	0.1%
1.538043478	1	0.1%
1.538461538	1	0.1%

Value	Count	Frequency (%)
1349	1	0.1%
1070	1	0.1%
1035	1	0.1%
841	1	0.1%
768	1	0.1%
728	1	0.1%
715	1	0.1%
714	1	0.1%
644	1	0.1%
620	1	0.1%

gamesPlayed
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	395
Distinct (%)	25.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.69576

Minimum	0
Maximum	3745
Zeros	656
Zeros (%)	42.1%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	110.5
95-th percentile	638.5
Maximum	3745
Range	3745
Interquartile range (IQR)	110.5

Descriptive statistics

Standard deviation	256.35484
Coefficient of variation (CV)	2.1967793
Kurtosis	34.243473
Mean	116.69576
Median Absolute Deviation (MAD)	3
Skewness	4.3544643
Sum	181812
Variance	65717.802
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	656	42.1%
1	64	4.1%
2	34	2.2%
3	28	1.8%
4	26	1.7%
6	16	1.0%
11	13	0.8%
8	13	0.8%
5	13	0.8%
9	12	0.8%
Other values (385)	683	43.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	656	42.1%
1	64	4.1%
2	34	2.2%
3	28	1.8%
4	26	1.7%
5	13	0.8%
6	16	1.0%
7	7	0.4%
8	13	0.8%
9	12	0.8%

Value	Count	Frequency (%)
3745	1	0.1%
2160	1	0.1%
1668	2	0.1%
1539	1	0.1%
1494	1	0.1%
1492	1	0.1%
1326	1	0.1%
1232	1	0.1%
1192	1	0.1%
1160	1	0.1%

assists
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	662
Distinct (%)	42.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	685.79718

Minimum	0
Maximum	14531
Zeros	483
Zeros (%)	31.0%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	36.5
Q3	609.75
95-th percentile	3820.45
Maximum	14531
Range	14531
Interquartile range (IQR)	609.75

Descriptive statistics

Standard deviation	1518.3838
Coefficient of variation (CV)	2.2140421
Kurtosis	17.491244
Mean	685.79718
Median Absolute Deviation (MAD)	36.5
Skewness	3.7142928
Sum	1068472
Variance	2305489.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	483	31.0%
1	35	2.2%
2	33	2.1%
3	27	1.7%
4	17	1.1%
6	14	0.9%
9	13	0.8%
5	11	0.7%
7	10	0.6%
8	9	0.6%
Other values (652)	906	58.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	483	31.0%
1	35	2.2%
2	33	2.1%
3	27	1.7%
4	17	1.1%
5	11	0.7%
6	14	0.9%
7	10	0.6%
8	9	0.6%
9	13	0.8%

Value	Count	Frequency (%)
14531	1	0.1%
12300	1	0.1%
11229	1	0.1%
10472	1	0.1%
10441	1	0.1%
10008	1	0.1%
9650	1	0.1%
9598	1	0.1%
9534	1	0.1%
8523	1	0.1%

misses
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	941
Distinct (%)	60.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45356.671

Minimum	0
Maximum	965775
Zeros	601
Zeros (%)	38.6%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1307.5
Q3	40906.75
95-th percentile	251222.9
Maximum	965775
Range	965775
Interquartile range (IQR)	40906.75

Descriptive statistics

Standard deviation	97919.428
Coefficient of variation (CV)	2.158876
Kurtosis	16.393367
Mean	45356.671
Median Absolute Deviation (MAD)	1307.5
Skewness	3.5307798
Sum	70665694
Variance	9.5882144 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	601	38.6%
96	2	0.1%
274	2	0.1%
10	2	0.1%
298	2	0.1%
11125	2	0.1%
38	2	0.1%
2	2	0.1%
192	2	0.1%
216	2	0.1%
Other values (931)	939	60.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	601	38.6%
2	2	0.1%
3	1	0.1%
4	1	0.1%
6	2	0.1%
7	1	0.1%
8	2	0.1%
10	2	0.1%
17	1	0.1%
25	1	0.1%

Value	Count	Frequency (%)
965775	1	0.1%
733107	1	0.1%
715770	1	0.1%
697394	1	0.1%
660264	1	0.1%
652233	1	0.1%
631184	1	0.1%
606043	1	0.1%
600193	1	0.1%
558604	1	0.1%

xp
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1225
Distinct (%)	78.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	872633.49

Minimum	0
Maximum	14970539
Zeros	224
Zeros (%)	14.4%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2106.25
median	63968
Q3	828669
95-th percentile	4863958.4
Maximum	14970539
Range	14970539
Interquartile range (IQR)	826562.75

Descriptive statistics

Standard deviation	1795754.8
Coefficient of variation (CV)	2.0578568
Kurtosis	12.598926
Mean	872633.49
Median Absolute Deviation (MAD)	63968
Skewness	3.2112612
Sum	1.359563 × 10⁹
Variance	3.2247352 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	224	14.4%
200	14	0.9%
100	11	0.7%
300	7	0.4%
450	5	0.3%
1250	4	0.3%
650	4	0.3%
1350	4	0.3%
700	4	0.3%
1150	4	0.3%
Other values (1215)	1277	82.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	224	14.4%
50	1	0.1%
100	11	0.7%
125	1	0.1%
150	2	0.1%
200	14	0.9%
250	1	0.1%
260	1	0.1%
300	7	0.4%
350	3	0.2%

Value	Count	Frequency (%)
14970539	1	0.1%
14888428	1	0.1%
12192285	1	0.1%
11391186	1	0.1%
11311835	1	0.1%
11080512	1	0.1%
10525046	1	0.1%
9978904	1	0.1%
9310844	1	0.1%
9235667	1	0.1%

scorePerMinute
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	959
Distinct (%)	61.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	107.86883

Minimum	0
Maximum	413.8
Zeros	597
Zeros (%)	38.3%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	56.793995
Q3	221.64898
95-th percentile	305.2305
Maximum	413.8
Range	413.8
Interquartile range (IQR)	221.64898

Descriptive statistics

Standard deviation	116.52668
Coefficient of variation (CV)	1.0802628
Kurtosis	-1.2358138
Mean	107.86883
Median Absolute Deviation (MAD)	56.793995
Skewness	0.53815459
Sum	168059.63
Variance	13578.466
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	597	38.3%
237.84	2	0.1%
357.6	2	0.1%
316.2	2	0.1%
237.4983471	1	0.1%
244.9037634	1	0.1%
260.1402985	1	0.1%
178.6901408	1	0.1%
2.852380952	1	0.1%
186.2367713	1	0.1%
Other values (949)	949	60.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	597	38.3%
0.026582278	1	0.1%
0.050322581	1	0.1%
0.073109244	1	0.1%
0.139065421	1	0.1%
0.195652174	1	0.1%
0.399406968	1	0.1%
0.474418605	1	0.1%
0.567536232	1	0.1%
0.569620253	1	0.1%

Value	Count	Frequency (%)
413.8	1	0.1%
413.3461078	1	0.1%
394.0285714	1	0.1%
392.6	1	0.1%
389.85	1	0.1%
375.4	1	0.1%
372.6	1	0.1%
367.2	1	0.1%
362.015534	1	0.1%
357.6	2	0.1%

shots
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	945
Distinct (%)	60.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55686.769

Minimum	0
Maximum	1166620
Zeros	600
Zeros (%)	38.5%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1565
Q3	50781
95-th percentile	309596.6
Maximum	1166620
Range	1166620
Interquartile range (IQR)	50781

Descriptive statistics

Standard deviation	120281.08
Coefficient of variation (CV)	2.1599579
Kurtosis	16.293985
Mean	55686.769
Median Absolute Deviation (MAD)	1565
Skewness	3.5256354
Sum	86759986
Variance	1.4467538 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	600	38.5%
209	2	0.1%
566	2	0.1%
114	2	0.1%
10	2	0.1%
6	2	0.1%
1565	2	0.1%
9	2	0.1%
250	2	0.1%
206	2	0.1%
Other values (935)	940	60.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	600	38.5%
2	2	0.1%
3	2	0.1%
4	1	0.1%
6	2	0.1%
9	2	0.1%
10	2	0.1%
12	1	0.1%
18	1	0.1%
26	1	0.1%

Value	Count	Frequency (%)
1166620	1	0.1%
925621	1	0.1%
888809	1	0.1%
876751	1	0.1%
818392	1	0.1%
787680	1	0.1%
776465	1	0.1%
745789	1	0.1%
743243	1	0.1%
633504	1	0.1%

deaths
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	920
Distinct (%)	59.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3875.3979

Minimum	0
Maximum	67888
Zeros	212
Zeros (%)	13.6%
Negative	0
Negative (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14
median	269
Q3	3698.75
95-th percentile	20390.85
Maximum	67888
Range	67888
Interquartile range (IQR)	3684.75

Descriptive statistics

Standard deviation	7992.6664
Coefficient of variation (CV)	2.0624118
Kurtosis	13.98476
Mean	3875.3979
Median Absolute Deviation (MAD)	269
Skewness	3.3393438
Sum	6037870
Variance	63882717
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	212	13.6%
2	44	2.8%
4	18	1.2%
1	16	1.0%
6	15	1.0%
10	13	0.8%
16	13	0.8%
14	12	0.8%
5	10	0.6%
9	10	0.6%
Other values (910)	1195	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	212	13.6%
1	16	1.0%
2	44	2.8%
3	9	0.6%
4	18	1.2%
5	10	0.6%
6	15	1.0%
7	8	0.5%
8	7	0.4%
9	10	0.6%

Value	Count	Frequency (%)
67888	1	0.1%
61691	1	0.1%
59707	1	0.1%
56771	1	0.1%
56067	1	0.1%
48819	1	0.1%
48596	1	0.1%
47363	1	0.1%
47229	1	0.1%
45798	1	0.1%

source
URL

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1557
Missing (%)	99.9%
Memory size	48.9 KiB

https://www.kaggle.com/datasets/aishahakami/call-of-duty-players	1
(Missing)	1557

Value	Count	Frequency (%)
https://www.kaggle.com/datasets/aishahakami/call-of-duty-players	1	0.1%
(Missing)	1557	99.9%

Value	Count	Frequency (%)
https	1	0.1%
(Missing)	1557	99.9%

Value	Count	Frequency (%)
www.kaggle.com	1	0.1%
(Missing)	1557	99.9%

Value	Count	Frequency (%)
/datasets/aishahakami/call-of-duty-players	1	0.1%
(Missing)	1557	99.9%

Value	Count	Frequency (%)
	1	0.1%
(Missing)	1557	99.9%

Value	Count	Frequency (%)
	1	0.1%
(Missing)	1557	99.9%

Auto

Heatmap
Table

	wins	kills	kdRatio	killstreak	level	losses	prestige	hits	timePlayed	headshots	averageTime	gamesPlayed	assists	misses	xp	scorePerMinute	shots	deaths
wins	1.000	0.915	0.671	0.907	0.877	0.889	0.548	0.940	0.884	0.907	0.141	0.937	0.893	0.941	0.880	0.718	0.942	0.918
kills	0.915	1.000	0.806	0.899	0.973	0.917	0.675	0.925	0.970	0.990	0.295	0.921	0.960	0.923	0.980	0.688	0.923	0.992
kdRatio	0.671	0.806	1.000	0.736	0.769	0.717	0.527	0.706	0.736	0.794	0.283	0.687	0.724	0.690	0.789	0.540	0.693	0.750
killstreak	0.907	0.899	0.736	1.000	0.841	0.914	0.505	0.965	0.827	0.895	0.043	0.948	0.906	0.959	0.841	0.795	0.960	0.889
level	0.877	0.973	0.769	0.841	1.000	0.876	0.733	0.862	0.981	0.972	0.371	0.863	0.927	0.860	0.991	0.558	0.861	0.968
losses	0.889	0.917	0.717	0.914	0.876	1.000	0.563	0.934	0.867	0.916	0.083	0.948	0.923	0.931	0.873	0.752	0.932	0.914
prestige	0.548	0.675	0.527	0.505	0.733	0.563	1.000	0.519	0.742	0.675	0.464	0.526	0.682	0.521	0.737	0.200	0.521	0.678
hits	0.940	0.925	0.706	0.965	0.862	0.934	0.519	1.000	0.852	0.920	0.024	0.981	0.940	0.996	0.861	0.816	0.997	0.921
timePlayed	0.884	0.970	0.736	0.827	0.981	0.867	0.742	0.852	1.000	0.962	0.432	0.857	0.921	0.854	0.990	0.561	0.855	0.978
headshots	0.907	0.990	0.794	0.895	0.972	0.916	0.675	0.920	0.962	1.000	0.271	0.918	0.956	0.916	0.973	0.672	0.917	0.982
averageTime	0.141	0.295	0.283	0.043	0.371	0.083	0.464	0.024	0.432	0.271	1.000	0.007	0.176	0.030	0.412	-0.124	0.030	0.313
gamesPlayed	0.937	0.921	0.687	0.948	0.863	0.948	0.526	0.981	0.857	0.918	0.007	1.000	0.930	0.981	0.860	0.793	0.981	0.920
assists	0.893	0.960	0.724	0.906	0.927	0.923	0.682	0.940	0.921	0.956	0.176	0.930	1.000	0.938	0.927	0.718	0.938	0.960
misses	0.941	0.923	0.690	0.959	0.860	0.931	0.521	0.996	0.854	0.916	0.030	0.981	0.938	1.000	0.861	0.822	1.000	0.923
xp	0.880	0.980	0.789	0.841	0.991	0.873	0.737	0.861	0.990	0.973	0.412	0.860	0.927	0.861	1.000	0.572	0.861	0.977
scorePerMinute	0.718	0.688	0.540	0.795	0.558	0.752	0.200	0.816	0.561	0.672	-0.124	0.793	0.718	0.822	0.572	1.000	0.822	0.692
shots	0.942	0.923	0.693	0.960	0.861	0.932	0.521	0.997	0.855	0.917	0.030	0.981	0.938	1.000	0.861	0.822	1.000	0.923
deaths	0.918	0.992	0.750	0.889	0.968	0.914	0.678	0.921	0.978	0.982	0.313	0.920	0.960	0.923	0.977	0.692	0.923	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	name	wins	kills	kdRatio	killstreak	level	losses	prestige	hits	timePlayed	headshots	averageTime	gamesPlayed	assists	misses	xp	scorePerMinute	shots	deaths	source
0	RggRt45#4697369	0	0	0.000000	0	1	0	0	0	0	0	0.000000	0	0	0	0	0.000000	0	0	https://www.kaggle.com/datasets/aishahakami/call-of-duty-players
1	JohniceRex#9176033	0	0	0.000000	0	1	0	110	0	7	0	7.000000	0	0	0	700	0.000000	0	16	NaN
2	bootybootykill#1892064	0	66	1.031250	0	9	0	110	0	32	16	32.000000	0	1	0	48300	0.000000	0	64	NaN
3	JNaCo#5244172	3	2	0.400000	0	1	0	0	0	3	0	3.000000	0	0	0	1150	0.000000	0	5	NaN
4	gomezyayo_007#6596687	0	2	0.200000	0	1	0	110	0	5	1	5.000000	0	0	0	1000	0.000000	0	10	NaN
5	Brxndoon7-LK#4002715	684	27011	1.066743	18	177	10	110	98332	1366	5113	2.323129	588	6063	305319	3932335	255.672035	403651	25321	NaN
6	bdooory_ab#7095171	4	162	0.632812	4	6	2	0	568	8	35	2.000000	4	68	4836	24485	265.500000	5404	256	NaN
7	ahevepluto#3505304	186	1898	0.569628	13	37	7	2	5111	550	485	3.666667	150	488	39978	458269	180.379636	45089	3332	NaN
8	MilkyLemonz-_-#5981249	741	21803	1.036658	26	185	29	111	81361	2442	3894	2.826389	864	4029	327230	4269370	198.844226	408591	21032	NaN
9	RPDUNKduo#8122914	26	349	0.444020	7	12	4	0	996	44	40	2.933333	15	138	4844	72765	253.677273	5840	786	NaN

	name	wins	kills	kdRatio	killstreak	level	losses	prestige	hits	timePlayed	headshots	averageTime	gamesPlayed	assists	misses	xp	scorePerMinute	shots	deaths	source
1548	AKR_aaa#5403024	68	2347	0.940304	9	28	9	12	5195	153	442	1.843373	83	230	15101	277540	309.913725	20296	2496	NaN
1549	MeaslyPanther81#4102876	23	406	0.821862	12	10	6	1	1946	65	132	2.321429	28	119	7159	57364	187.126154	9105	494	NaN
1550	bimo09#9025166	408	7530	0.799873	12	77	8	28	33533	694	1237	2.679537	259	1792	157188	1208952	296.200288	190721	9414	NaN
1551	JermWormy#5125402	1173	45764	1.078627	20	289	14	111	128437	3272	7146	2.655844	1232	7133	409748	8740718	214.819438	538185	42428	NaN
1552	LokiiFN#2367402	0	0	0.000000	0	1	0	0	0	1	0	1.000000	0	0	0	200	0.000000	0	2	NaN
1553	ImranePROPG#2085215	0	51	0.432203	0	10	0	110	0	71	11	71.000000	0	0	0	49935	0.000000	0	118	NaN
1554	Miguel_mor#1492856	0	0	0.000000	0	1	0	0	0	0	0	0.000000	0	0	0	0	0.000000	0	0	NaN
1555	Trianthor#3462590	0	0	0.000000	0	1	0	0	0	0	0	0.000000	0	0	0	0	0.000000	0	0	NaN
1556	tinytrex594#3976133	0	0	0.000000	0	1	0	0	2	1	0	1.000000	0	1	7	0	91.200000	9	0	NaN
1557	TomasFJ_05#2711069	1	35	0.686275	3	5	1	110	17	10	6	10.000000	1	11	63	17126	39.000000	80	51	NaN

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Connector Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Han

Latin

Hangul

Common

Cyrillic

Hiragana

Most occurring blocks

Most frequent character per block

ASCII

CJK

Hangul

Hiragana

None

Cyrillic

Interactions

Correlations

Missing values

Sample